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paraxaQQ/README.md

ashton / paraxaQQ

software + security engineer
founder of Actual Intelligence LLC + building operational software inside a Fortune 5 company

Python AI security Reverse engineering Windows tooling

eight years self-taught across low-level systems, desktop software, and ai infrastructure. i turn unclear failures and undocumented systems into tools that are measurable, safe, and shippable.

proof of work

  • c4nary - deterministic, offline security analysis for GGUF model files. scanned 188,792 models at 98.6% template coverage and found 27 repositories carrying dangerous constructs, including behavioral backdoors that execute no code.
  • fortune 5 internal tooling - reversed vendor DLLs to replace a brittle GUI-automation workflow, built a 285-rule life-safety validator, and placed top 12 in a company hackathon with VP-level interest.
  • single-card ai inference - built and benchmarked a proprietary engine that streamed very large mixture-of-experts models across GPU and system memory.
  • pzmm - a native PyQt desktop app that traces mod failures, detects file conflicts, solves load order, and makes file changes reversible.
  • rpcs3 optimizer - a measure-first Windows optimization harness with evidence capture, narrowly gated changes, verification, and rollback.

what i work on

ai/ml security · reverse engineering · python tooling · desktop software · automation · benchmark infrastructure

hire me

i'm open to full-time engineering roles and contract work. if you have a system nobody fully understands yet, that's probably the interesting part.

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  1. pzmm pzmm Public

    project zomboid mod manager, errors down to the lua

    Python 4

  2. sleeper sleeper Public

    Patent Pending MoE inference engine - repository for the future and current benchmarking documents.

  3. canary canary Public

    Static, offline security auditor for GGUF model chat templates. Detects silent behavioral backdoors and SSTI without rendering the template or running the model. Scanned all 185k GGUF models on Hug…

    Python 23 2

  4. rpcs3-optimizer rpcs3-optimizer Public

    project to create a global game optimizer for multiple different classes of system

    Python